A creature with the incorporeal subtype is immune to precision damage, except from ghost touch weapons.

However, it's possible to be incorporeal without gaining the incorporeal subtype, such as by the spell dust form. In that case, an creature attacked without a ghost touch weapon would be vulnerable to precision damage, but the total damage dealt by the attack would still be halved as normal.